Orthogonal Vectors in Rn Problem

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Homework Help Overview

The discussion revolves around determining a vector ##c## that lies on the line segment between two distinct vectors ##a## and ##b## in ##\mathbb{R}^n##, such that ##c## is orthogonal to the vector ##(b-a)##. The participants are exploring the implications of this condition and its consequences for other points on the segment.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the representation of ##c## in terms of a parameter ##t## and its relationship to the orthogonality condition. There is an exploration of the implications of the inner product and the Cauchy-Schwarz inequality for the second part of the problem. Some participants question the validity of the premise that such a ##c## exists within the segment for all cases.

Discussion Status

The discussion is ongoing, with participants providing insights into the mathematical relationships involved. Some have pointed out potential flaws in the original problem statement regarding the existence of ##c## within the specified segment. Others are attempting to reformulate the problem and explore methods for minimizing a function related to the distance of points on the line.

Contextual Notes

There is a noted concern regarding the constraints of the parameter ##t##, with some participants suggesting that allowing ##t## to take values outside the interval ##[0,1]## may lead to different conclusions. The discussion also highlights the need for clarity on the definitions and assumptions underlying the problem.

Onezimo Cardoso
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Homework Statement


Given ##a\neq b## vectors of ##\mathbb{R}^n##. Determine ##c## which lies in the line segment ##[a,b]=\{a+t(b-a) ; t \in [0,1]\}##, such that ##c \perp (b-a)##. Conclude that for all ##x \in [a,b]##, with ##x\neq c## it is true that ##|c|<|x|##.

Homework Equations


The first part of the question can be solved just using inner product definition.
I don't know how the second part can be solved. But I think could be useful the Cauchy-Schawarz inequality ##|<x,y>| \leq |x||y|## or maybe the cosine rule...

The Attempt at a Solution


If we suppose that ##c \in [a,b]## then we can write ##c## as:
$$c=a+t_0 (b-a)$$
where ##t_0 \in [0,1]##.
By the fact that ##c \perp (b-a)## we have:
$$<c,(b-a)> \quad = \quad0$$
$$\Rightarrow \quad <a+t_0 (b-a),(b-a)> \quad = \quad 0$$
$$\Rightarrow \quad <a,(b-a)>+<t_0 (b-a),(b-a)> \quad =\quad 0$$
$$\Rightarrow \quad <a,(b-a)>+t_0 |b-a|^2=0$$
$$\Rightarrow t_0 = - \frac{<a,(b-a)>}{|b-a|^2} $$

Then ##c## can be uniquely determined as ##c=a+t_0 (b-a)##, where ##t_0 = - \frac{<a,(b-a)>}{|b-a|^2}##.
$$\ldots$$
Now we need to prove that if we consider any other ##x \neq c## in the line segment ##[a,b]## then ##|c|<|x|##.

upload_2018-7-12_16-35-57.png
 

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You can show that ##x = c + k(b-a)## for some ##k \ne 0##. Then calculate ##\langle x,x \rangle##.
 
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Onezimo Cardoso said:

Homework Statement


Given ##a\neq b## vectors of ##\mathbb{R}^n##. Determine ##c## which lies in the line segment ##[a,b]=\{a+t(b-a) ; t \in [0,1]\}##, such that ##c \perp (b-a)##. Conclude that for all ##x \in [a,b]##, with ##x\neq c## it is true that ##|c|<|x|##.
The premise of the question is wrong: if ##a \neq b, \; a,b \in \mathbb{R}^n## it is not necessarily true that ##c \perp (b-a)## for some ##t \in [0,1].## For example, if ##a = (1,1)## and ##b = (2,1)##, we have ##b-a = (1,0)## and ##c = (1,1)+t(1,0) = (1+t,1)##. In order to have ##c \perp (b-a)## we need ##t = -1##, so the"perpendicular" ##c## is not on the segment from ##a## to ##b##; it is outside that segment, but still on the line through ##a## and ##b##.

However, if you allow values ##t < 0## and ##t > 1##---in other words, if you allow any ##t \in \mathbb{R}##---then the "minimization" result is true. The easiest way to get that is to minimize ##F(t) \equiv \| c \|^2##, which is a quadratic function of ##t##.
 
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Ray Vickson said:
The premise of the question is wrong: if ##a \neq b, \; a,b \in \mathbb{R}^n## it is not necessarily true that ##c \perp (b-a)## for some ##t \in [0,1].## For example, if ##a = (1,1)## and ##b = (2,1)##, we have ##b-a = (1,0)## and ##c = (1,1)+t(1,0) = (1+t,1)##. In order to have ##c \perp (b-a)## we need ##t = -1##, so the"perpendicular" ##c## is not on the segment from ##a## to ##b##; it is outside that segment, but still on the line through ##a## and ##b##.

However, if you allow values ##t < 0## and ##t > 1##---in other words, if you allow any ##t \in \mathbb{R}##---then the "minimization" result is true. The easiest way to get that is to minimize ##F(t) \equiv \| c \|^2##, which is a quadratic function of ##t##.

Very well noticed Ray Vickson!
Ok I can reformulate the question as follow:

Homework Statement


Given ##a\neq b## vectors of ##\mathbb{R}^n##. Determine ##c## which lies in the line ##r## determined by in the line segment ##[a,b]=\{a+t(b-a) ; t \in [0,1]\}##, such that ##c \perp r##. Conclude that for all ##x \in r##, with ##x\neq c## it is true that ##|c|<|x|##.

The solution I wrote before can be used in the same way, i.e:
$$c = a + t_0 (b-a) \quad where \quad t_0 = - \frac{<a,(b-a)>}{|b-a|^2}$$

But regarding the last part, i.e., to prove that ##|x|<|c|## for all ##x \in r##, I have no clue how can I minimize the function ##F(t) \equiv \| x \|^2 \equiv \| a+t(b-a) \|^2##.
 
vela said:
You can show that ##x = c + k(b-a)## for some ##k \ne 0##. Then calculate ##\langle x,x \rangle##.

In fact vela, we can write any ##x## in the line determined by the line segment ##[a,b]## as ##x = c + k(b-a)##.
But follow your tip I stucked at the following red question mark:

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Don’t substitute for ##c##.
 
Onezimo Cardoso said:
Very well noticed Ray Vickson!
Ok I can reformulate the question as follow:

Homework Statement


Given ##a\neq b## vectors of ##\mathbb{R}^n##. Determine ##c## which lies in the line ##r## determined by in the line segment ##[a,b]=\{a+t(b-a) ; t \in [0,1]\}##, such that ##c \perp r##. Conclude that for all ##x \in r##, with ##x\neq c## it is true that ##|c|<|x|##.

The solution I wrote before can be used in the same way, i.e:
$$c = a + t_0 (b-a) \quad where \quad t_0 = - \frac{<a,(b-a)>}{|b-a|^2}$$

But regarding the last part, i.e., to prove that ##|x|<|c|## for all ##x \in r##, I have no clue how can I minimize the function ##F(t) \equiv \| x \|^2 \equiv \| a+t(b-a) \|^2##.

As I said already, that is a quadratic function of ##t##. Just expand out ##\| a + (b-a)t \|^2##, using the definition of ##\| \cdot \|^2.##
 

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